Performance Metrics and Evaluation Issues for Continuous Activity Recognition

@inproceedings{Minnen2006PerformanceMA,
  title={Performance Metrics and Evaluation Issues for Continuous Activity Recognition},
  author={David Minnen and Tracy L. Westeyn and Thad Starner GVU and Jamie A. Ward},
  year={2006}
}
In this paper we examine several factors that influence the evaluation of multi-class, continuous activity recognition. Currently, there is no standard metric for evaluating and comparing such systems, although many possible error formulations and performance metrics could be adapted from other domains. In order to make progress toward a standard metric appropriate for evaluating activity recognition, we outline the sources of errors in such systems, present different methods for detecting and… CONTINUE READING
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